Advanced Vibration Analysis
Proven methodologies detect mechanical degradation across every robot joint:
- Real-time FFT spectrum analysis for frequency-domain diagnostics
- Envelope detection for early-stage bearing fault identification
- Edge-based machine learning for continuous anomaly evaluation
- Historical trend analysis & degradation forecasting
- Remaining useful life estimation for critical reducers